Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 105666 |
| Missing cells | 303 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.9 MiB |
| Average record size in memory | 128.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 12 |
Province has a high cardinality: 90 distinct values | High cardinality |
City has a high cardinality: 1441 distinct values | High cardinality |
Barangay has a high cardinality: 26279 distinct values | High cardinality |
DOMAGOSO, ISKO MORENO (AKSYON) is highly correlated with LACSON, PING (PDR) | High correlation |
LACSON, PING (PDR) is highly correlated with DOMAGOSO, ISKO MORENO (AKSYON) | High correlation |
MARCOS, BONGBONG (PFP) is highly correlated with ratio_robredo_marcos | High correlation |
ROBREDO, LENI (IND) is highly correlated with ratio_robredo_marcos | High correlation |
ratio_robredo_marcos is highly correlated with MARCOS, BONGBONG (PFP) and 1 other fields | High correlation |
MARCOS, BONGBONG (PFP) is highly correlated with ratio_robredo_marcos | High correlation |
ROBREDO, LENI (IND) is highly correlated with ratio_robredo_marcos | High correlation |
ratio_robredo_marcos is highly correlated with MARCOS, BONGBONG (PFP) and 1 other fields | High correlation |
Province is highly correlated with Region | High correlation |
Region is highly correlated with Province | High correlation |
Region is highly correlated with Province and 3 other fields | High correlation |
Province is highly correlated with Region and 6 other fields | High correlation |
Precinct ID is highly correlated with Region and 1 other fields | High correlation |
DOMAGOSO, ISKO MORENO (AKSYON) is highly correlated with Province | High correlation |
MANGONDATO, FAISAL (KTPNAN) is highly correlated with Province | High correlation |
MARCOS, BONGBONG (PFP) is highly correlated with Region and 2 other fields | High correlation |
PACQUIAO, MANNY PACMAN(PROMDI) is highly correlated with Province | High correlation |
ROBREDO, LENI (IND) is highly correlated with Region and 2 other fields | High correlation |
GONZALES, NORBERTO (PDSP) is highly skewed (γ1 = 40.24535664) | Skewed |
Precinct ID has unique values | Unique |
ABELLA, ERNIE (IND) has 47643 (45.1%) zeros | Zeros |
DE GUZMAN, LEODY (PLM) has 50828 (48.1%) zeros | Zeros |
DOMAGOSO, ISKO MORENO (AKSYON) has 4429 (4.2%) zeros | Zeros |
GONZALES, NORBERTO (PDSP) has 52143 (49.3%) zeros | Zeros |
LACSON, PING (PDR) has 9080 (8.6%) zeros | Zeros |
MANGONDATO, FAISAL (KTPNAN) has 73064 (69.1%) zeros | Zeros |
MONTEMAYOR, JOSE JR. (DPP) has 66565 (63.0%) zeros | Zeros |
PACQUIAO, MANNY PACMAN(PROMDI) has 4461 (4.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-24 09:43:40.817758 |
|---|---|
| Analysis finished | 2022-05-24 09:44:09.654553 |
| Duration | 28.84 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 825.6 KiB |
| REGION IV-A | |
|---|---|
| REGION III | |
| NATIONAL CAPITAL REGION | |
| REGION VI | |
| REGION VII | |
| Other values (13) |
Length
| Max length | 32 |
|---|---|
| Median length | 11 |
| Mean length | 11.19338292 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1182760 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | REGION X |
|---|---|
| 2nd row | REGION X |
| 3rd row | REGION X |
| 4th row | REGION X |
| 5th row | REGION X |
Common Values
| Value | Count | Frequency (%) |
| REGION IV-A | 13906 | |
| REGION III | 10853 | |
| NATIONAL CAPITAL REGION | 10388 | |
| REGION VI | 8558 | 8.1% |
| REGION VII | 8019 | 7.6% |
| REGION V | 6653 | 6.3% |
| REGION VIII | 6255 | 5.9% |
| REGION I | 6117 | 5.8% |
| REGION X | 4933 | 4.7% |
| REGION XI | 4762 | 4.5% |
| Other values (8) | 25222 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| region | 100786 | |
| iv-a | 13906 | 6.4% |
| iii | 10853 | 5.0% |
| national | 10388 | 4.7% |
| capital | 10388 | 4.7% |
| vi | 8558 | 3.9% |
| vii | 8019 | 3.7% |
| v | 6653 | 3.0% |
| viii | 6255 | 2.9% |
| i | 6117 | 2.8% |
| Other values (11) | 37063 | 16.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 263141 | |
| N | 123708 | |
| O | 114181 | |
| 113320 | ||
| R | 111243 | |
| E | 105078 | 8.9% |
| G | 100786 | 8.5% |
| A | 66776 | 5.6% |
| V | 49735 | 4.2% |
| T | 25068 | 2.1% |
| Other values (9) | 109724 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1052197 | |
| Space Separator | 113320 | 9.6% |
| Dash Punctuation | 17243 | 1.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 263141 | |
| N | 123708 | |
| O | 114181 | |
| R | 111243 | |
| E | 105078 | 10.0% |
| G | 100786 | 9.6% |
| A | 66776 | 6.3% |
| V | 49735 | 4.7% |
| T | 25068 | 2.4% |
| L | 25068 | 2.4% |
| Other values (7) | 67413 | 6.4% |
Space Separator
| Value | Count | Frequency (%) |
| 113320 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 17243 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1052197 | |
| Common | 130563 | 11.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 263141 | |
| N | 123708 | |
| O | 114181 | |
| R | 111243 | |
| E | 105078 | 10.0% |
| G | 100786 | 9.6% |
| A | 66776 | 6.3% |
| V | 49735 | 4.7% |
| T | 25068 | 2.4% |
| L | 25068 | 2.4% |
| Other values (7) | 67413 | 6.4% |
Common
| Value | Count | Frequency (%) |
| 113320 | ||
| - | 17243 | 13.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1182760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 263141 | |
| N | 123708 | |
| O | 114181 | |
| 113320 | ||
| R | 111243 | |
| E | 105078 | 8.9% |
| G | 100786 | 8.5% |
| A | 66776 | 5.6% |
| V | 49735 | 4.2% |
| T | 25068 | 2.1% |
| Other values (9) | 109724 |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 825.6 KiB |
| CEBU | 4692 |
|---|---|
| CAVITE | 3371 |
| NCR - SECOND DISTRICT | 3354 |
| PANGASINAN | 3330 |
| ILOILO | 3058 |
| Other values (85) |
Length
| Max length | 23 |
|---|---|
| Median length | 18 |
| Mean length | 10.4854447 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1107955 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BUKIDNON |
|---|---|
| 2nd row | BUKIDNON |
| 3rd row | BUKIDNON |
| 4th row | BUKIDNON |
| 5th row | BUKIDNON |
Common Values
| Value | Count | Frequency (%) |
| CEBU | 4692 | 4.4% |
| CAVITE | 3371 | 3.2% |
| NCR - SECOND DISTRICT | 3354 | 3.2% |
| PANGASINAN | 3330 | 3.2% |
| ILOILO | 3058 | 2.9% |
| LAGUNA | 2958 | 2.8% |
| NEGROS OCCIDENTAL | 2901 | 2.7% |
| BATANGAS | 2855 | 2.7% |
| BULACAN | 2835 | 2.7% |
| LEYTE | 2535 | 2.4% |
| Other values (80) | 73777 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| del | 11004 | 6.0% |
| 10388 | 5.7% | |
| ncr | 9705 | 5.3% |
| sur | 9611 | 5.3% |
| district | 7922 | 4.3% |
| norte | 6032 | 3.3% |
| davao | 4762 | 2.6% |
| cebu | 4692 | 2.6% |
| oriental | 4583 | 2.5% |
| occidental | 4510 | 2.5% |
| Other values (87) | 109402 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 158824 | |
| N | 95597 | 8.6% |
| 76945 | 6.9% | |
| O | 75327 | 6.8% |
| I | 74901 | 6.8% |
| E | 71281 | 6.4% |
| R | 69040 | 6.2% |
| T | 63829 | 5.8% |
| S | 61162 | 5.5% |
| L | 56735 | 5.1% |
| Other values (17) | 304314 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1020222 | |
| Space Separator | 76945 | 6.9% |
| Dash Punctuation | 10788 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 158824 | |
| N | 95597 | |
| O | 75327 | 7.4% |
| I | 74901 | 7.3% |
| E | 71281 | 7.0% |
| R | 69040 | 6.8% |
| T | 63829 | 6.3% |
| S | 61162 | 6.0% |
| L | 56735 | 5.6% |
| C | 56670 | 5.6% |
| Other values (15) | 236856 |
Space Separator
| Value | Count | Frequency (%) |
| 76945 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10788 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1020222 | |
| Common | 87733 | 7.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 158824 | |
| N | 95597 | |
| O | 75327 | 7.4% |
| I | 74901 | 7.3% |
| E | 71281 | 7.0% |
| R | 69040 | 6.8% |
| T | 63829 | 6.3% |
| S | 61162 | 6.0% |
| L | 56735 | 5.6% |
| C | 56670 | 5.6% |
| Other values (15) | 236856 |
Common
| Value | Count | Frequency (%) |
| 76945 | ||
| - | 10788 | 12.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1107955 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 158824 | |
| N | 95597 | 8.6% |
| 76945 | 6.9% | |
| O | 75327 | 6.8% |
| I | 74901 | 6.8% |
| E | 71281 | 6.4% |
| R | 69040 | 6.2% |
| T | 63829 | 5.8% |
| S | 61162 | 5.5% |
| L | 56735 | 5.1% |
| Other values (17) | 304314 |
| Distinct | 1441 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 825.6 KiB |
| QUEZON CITY | 1904 |
|---|---|
| CITY OF DAVAO | 1345 |
| CITY OF CALOOCAN | 1018 |
| CITY OF CEBU | 909 |
| CITY OF ANTIPOLO | 650 |
| Other values (1436) |
Length
| Max length | 31 |
|---|---|
| Median length | 23 |
| Mean length | 10.33283175 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1091829 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | BAUNGON |
|---|---|
| 2nd row | BAUNGON |
| 3rd row | BAUNGON |
| 4th row | BAUNGON |
| 5th row | BAUNGON |
Common Values
| Value | Count | Frequency (%) |
| QUEZON CITY | 1904 | 1.8% |
| CITY OF DAVAO | 1345 | 1.3% |
| CITY OF CALOOCAN | 1018 | 1.0% |
| CITY OF CEBU | 909 | 0.9% |
| CITY OF ANTIPOLO | 650 | 0.6% |
| TONDO | 628 | 0.6% |
| CITY OF ZAMBOANGA | 625 | 0.6% |
| CITY OF TAGUIG | 622 | 0.6% |
| SANTA CRUZ | 622 | 0.6% |
| CITY OF MAKATI | 615 | 0.6% |
| Other values (1431) | 96728 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| city | 34593 | 17.9% |
| of | 31745 | 16.5% |
| san | 6391 | 3.3% |
| santa | 2488 | 1.3% |
| quezon | 2189 | 1.1% |
| davao | 1345 | 0.7% |
| jose | 1141 | 0.6% |
| general | 1037 | 0.5% |
| caloocan | 1018 | 0.5% |
| cebu | 909 | 0.5% |
| Other values (1477) | 110059 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 176629 | |
| O | 95041 | 8.7% |
| 87249 | 8.0% | |
| I | 85577 | 7.8% |
| N | 80575 | 7.4% |
| T | 68087 | 6.2% |
| C | 61058 | 5.6% |
| L | 48878 | 4.5% |
| Y | 46773 | 4.3% |
| S | 40753 | 3.7% |
| Other values (21) | 301209 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1002432 | |
| Space Separator | 87249 | 8.0% |
| Other Punctuation | 1086 | 0.1% |
| Dash Punctuation | 1062 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 176629 | |
| O | 95041 | 9.5% |
| I | 85577 | 8.5% |
| N | 80575 | 8.0% |
| T | 68087 | 6.8% |
| C | 61058 | 6.1% |
| L | 48878 | 4.9% |
| Y | 46773 | 4.7% |
| S | 40753 | 4.1% |
| U | 34595 | 3.5% |
| Other values (17) | 264466 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 815 | |
| ' | 271 | 25.0% |
Space Separator
| Value | Count | Frequency (%) |
| 87249 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1002432 | |
| Common | 89397 | 8.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 176629 | |
| O | 95041 | 9.5% |
| I | 85577 | 8.5% |
| N | 80575 | 8.0% |
| T | 68087 | 6.8% |
| C | 61058 | 6.1% |
| L | 48878 | 4.9% |
| Y | 46773 | 4.7% |
| S | 40753 | 4.1% |
| U | 34595 | 3.5% |
| Other values (17) | 264466 |
Common
| Value | Count | Frequency (%) |
| 87249 | ||
| - | 1062 | 1.2% |
| . | 815 | 0.9% |
| ' | 271 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1089451 | |
| None | 2378 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 176629 | |
| O | 95041 | 8.7% |
| 87249 | 8.0% | |
| I | 85577 | 7.9% |
| N | 80575 | 7.4% |
| T | 68087 | 6.2% |
| C | 61058 | 5.6% |
| L | 48878 | 4.5% |
| Y | 46773 | 4.3% |
| S | 40753 | 3.7% |
| Other values (20) | 298831 |
None
| Value | Count | Frequency (%) |
| Ñ | 2378 |
| Distinct | 26279 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 825.6 KiB |
| POBLACION | 2914 |
|---|---|
| SAN ISIDRO | 977 |
| SAN JOSE | 681 |
| SAN ROQUE | 526 |
| SAN VICENTE | 504 |
| Other values (26274) |
Length
| Max length | 45 |
|---|---|
| Median length | 39 |
| Mean length | 9.533492325 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1007366 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9611 ? |
|---|---|
| Unique (%) | 9.1% |
Sample
| 1st row | BALINTAD |
|---|---|
| 2nd row | BUENAVISTA |
| 3rd row | DANATAG |
| 4th row | DANATAG |
| 5th row | DANATAG |
Common Values
| Value | Count | Frequency (%) |
| POBLACION | 2914 | 2.8% |
| SAN ISIDRO | 977 | 0.9% |
| SAN JOSE | 681 | 0.6% |
| SAN ROQUE | 526 | 0.5% |
| SAN VICENTE | 504 | 0.5% |
| SAN ANTONIO | 500 | 0.5% |
| SAN JUAN | 467 | 0.4% |
| SANTO NIÑO | 438 | 0.4% |
| SANTA CRUZ | 387 | 0.4% |
| SAN MIGUEL | 336 | 0.3% |
| Other values (26269) | 97936 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| san | 8568 | 5.5% |
| pob | 7750 | 4.9% |
| barangay | 5810 | 3.7% |
| poblacion | 4755 | 3.0% |
| santa | 2016 | 1.3% |
| i | 1238 | 0.8% |
| ii | 1228 | 0.8% |
| santo | 1196 | 0.8% |
| isidro | 1171 | 0.7% |
| jose | 1041 | 0.7% |
| Other values (21493) | 122244 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 187602 | |
| N | 100132 | 9.9% |
| O | 74255 | 7.4% |
| I | 62394 | 6.2% |
| 51598 | 5.1% | |
| B | 50238 | 5.0% |
| L | 48571 | 4.8% |
| G | 45908 | 4.6% |
| S | 43194 | 4.3% |
| T | 36930 | 3.7% |
| Other values (36) | 306544 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 910233 | |
| Space Separator | 54542 | 5.4% |
| Decimal Number | 13496 | 1.3% |
| Other Punctuation | 9777 | 1.0% |
| Open Punctuation | 7308 | 0.7% |
| Close Punctuation | 7308 | 0.7% |
| Dash Punctuation | 4702 | 0.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 187602 | |
| N | 100132 | |
| O | 74255 | 8.2% |
| I | 62394 | 6.9% |
| B | 50238 | 5.5% |
| L | 48571 | 5.3% |
| G | 45908 | 5.0% |
| S | 43194 | 4.7% |
| T | 36930 | 4.1% |
| R | 34263 | 3.8% |
| Other values (17) | 226746 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2888 | |
| 2 | 1621 | |
| 7 | 1359 | |
| 3 | 1345 | |
| 6 | 1270 | |
| 8 | 1173 | |
| 4 | 1145 | 8.5% |
| 5 | 1132 | 8.4% |
| 9 | 815 | 6.0% |
| 0 | 748 | 5.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9711 | |
| ' | 56 | 0.6% |
| / | 8 | 0.1% |
| * | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 51598 | ||
| 2944 | 5.4% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 7308 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 7308 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4702 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 910233 | |
| Common | 97133 | 9.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 187602 | |
| N | 100132 | |
| O | 74255 | 8.2% |
| I | 62394 | 6.9% |
| B | 50238 | 5.5% |
| L | 48571 | 5.3% |
| G | 45908 | 5.0% |
| S | 43194 | 4.7% |
| T | 36930 | 4.1% |
| R | 34263 | 3.8% |
| Other values (17) | 226746 |
Common
| Value | Count | Frequency (%) |
| 51598 | ||
| . | 9711 | 10.0% |
| ( | 7308 | 7.5% |
| ) | 7308 | 7.5% |
| - | 4702 | 4.8% |
| 2944 | 3.0% | |
| 1 | 2888 | 3.0% |
| 2 | 1621 | 1.7% |
| 7 | 1359 | 1.4% |
| 3 | 1345 | 1.4% |
| Other values (9) | 6349 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1003311 | |
| None | 4055 | 0.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 187602 | |
| N | 100132 | 10.0% |
| O | 74255 | 7.4% |
| I | 62394 | 6.2% |
| 51598 | 5.1% | |
| B | 50238 | 5.0% |
| L | 48571 | 4.8% |
| G | 45908 | 4.6% |
| S | 43194 | 4.3% |
| T | 36930 | 3.7% |
| Other values (34) | 302489 |
None
| Value | Count | Frequency (%) |
| 2944 | ||
| Ñ | 1111 | 27.4% |
| Distinct | 105666 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41654134.65 |
| Minimum | 1010001 |
|---|---|
| Maximum | 93150021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 1010001 |
|---|---|
| 5-th percentile | 7120015.25 |
| Q1 | 22170748.25 |
| median | 39141465.5 |
| Q3 | 58130083.75 |
| 95-th percentile | 76050121.75 |
| Maximum | 93150021 |
| Range | 92140020 |
| Interquartile range (IQR) | 35959335.5 |
Descriptive statistics
| Standard deviation | 22775840.69 |
|---|---|
| Coefficient of variation (CV) | 0.546784632 |
| Kurtosis | -1.078557382 |
| Mean | 41654134.65 |
| Median Absolute Deviation (MAD) | 17941405 |
| Skewness | 0.1373227102 |
| Sum | 4.401425792 × 1012 |
| Variance | 5.187389189 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13010009 | 1 | < 0.1% |
| 92010025 | 1 | < 0.1% |
| 92010103 | 1 | < 0.1% |
| 92010102 | 1 | < 0.1% |
| 92010101 | 1 | < 0.1% |
| 92010087 | 1 | < 0.1% |
| 92010070 | 1 | < 0.1% |
| 92010069 | 1 | < 0.1% |
| 92010068 | 1 | < 0.1% |
| 92010050 | 1 | < 0.1% |
| Other values (105656) | 105656 |
| Value | Count | Frequency (%) |
| 1010001 | 1 | |
| 1010002 | 1 | |
| 1010003 | 1 | |
| 1010004 | 1 | |
| 1010005 | 1 | |
| 1010006 | 1 | |
| 1010007 | 1 | |
| 1010008 | 1 | |
| 1010009 | 1 | |
| 1010010 | 1 |
| Value | Count | Frequency (%) |
| 93150021 | 1 | |
| 93150020 | 1 | |
| 93150019 | 1 | |
| 93150018 | 1 | |
| 93150017 | 1 | |
| 93150016 | 1 | |
| 93150015 | 1 | |
| 93150014 | 1 | |
| 93150010 | 1 | |
| 93150008 | 1 |
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.069568262 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 47643 |
| Zeros (%) | 45.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.452748253 |
|---|---|
| Coefficient of variation (CV) | 1.358256695 |
| Kurtosis | 17.9236327 |
| Mean | 1.069568262 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.780923701 |
| Sum | 113017 |
| Variance | 2.110477487 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 47643 | |
| 1 | 30056 | |
| 2 | 14742 | 14.0% |
| 3 | 6801 | 6.4% |
| 4 | 3214 | 3.0% |
| 5 | 1537 | 1.5% |
| 6 | 760 | 0.7% |
| 7 | 366 | 0.3% |
| 8 | 212 | 0.2% |
| 9 | 133 | 0.1% |
| Other values (18) | 202 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 47643 | |
| 1 | 30056 | |
| 2 | 14742 | 14.0% |
| 3 | 6801 | 6.4% |
| 4 | 3214 | 3.0% |
| 5 | 1537 | 1.5% |
| 6 | 760 | 0.7% |
| 7 | 366 | 0.3% |
| 8 | 212 | 0.2% |
| 9 | 133 | 0.1% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 2 | |
| 23 | 3 | |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 4 |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.869702648 |
| Minimum | 0 |
|---|---|
| Maximum | 66 |
| Zeros | 50828 |
| Zeros (%) | 48.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.204040839 |
|---|---|
| Coefficient of variation (CV) | 1.384428163 |
| Kurtosis | 203.391695 |
| Mean | 0.869702648 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.42667231 |
| Sum | 91898 |
| Variance | 1.449714343 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 50828 | |
| 1 | 32125 | |
| 2 | 14210 | 13.4% |
| 3 | 5377 | 5.1% |
| 4 | 1941 | 1.8% |
| 5 | 667 | 0.6% |
| 6 | 257 | 0.2% |
| 7 | 124 | 0.1% |
| 8 | 48 | < 0.1% |
| 9 | 21 | < 0.1% |
| Other values (21) | 68 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 50828 | |
| 1 | 32125 | |
| 2 | 14210 | 13.4% |
| 3 | 5377 | 5.1% |
| 4 | 1941 | 1.8% |
| 5 | 667 | 0.6% |
| 6 | 257 | 0.2% |
| 7 | 124 | 0.1% |
| 8 | 48 | < 0.1% |
| 9 | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 66 | 1 | |
| 58 | 1 | |
| 51 | 1 | |
| 41 | 1 | |
| 34 | 2 | |
| 32 | 1 | |
| 30 | 1 | |
| 27 | 2 | |
| 26 | 1 | |
| 24 | 1 |
| Distinct | 319 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.84268355 |
| Minimum | 0 |
|---|---|
| Maximum | 351 |
| Zeros | 4429 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 12 |
| Q3 | 23 |
| 95-th percentile | 43 |
| Maximum | 351 |
| Range | 351 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 24.39606704 |
|---|---|
| Coefficient of variation (CV) | 1.367286876 |
| Kurtosis | 45.97286638 |
| Mean | 17.84268355 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 5.73448762 |
| Sum | 1885365 |
| Variance | 595.1680871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 4738 | 4.5% |
| 2 | 4687 | 4.4% |
| 4 | 4600 | 4.4% |
| 5 | 4589 | 4.3% |
| 0 | 4429 | 4.2% |
| 1 | 4397 | 4.2% |
| 6 | 4192 | 4.0% |
| 7 | 4074 | 3.9% |
| 8 | 3825 | 3.6% |
| 9 | 3683 | 3.5% |
| Other values (309) | 62452 |
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 4397 | |
| 2 | 4687 | |
| 3 | 4738 | |
| 4 | 4600 | |
| 5 | 4589 | |
| 6 | 4192 | |
| 7 | 4074 | |
| 8 | 3825 | |
| 9 | 3683 |
| Value | Count | Frequency (%) |
| 351 | 1 | |
| 347 | 1 | |
| 345 | 1 | |
| 340 | 1 | |
| 339 | 1 | |
| 334 | 2 | |
| 333 | 1 | |
| 329 | 2 | |
| 328 | 2 | |
| 325 | 1 |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8408475763 |
| Minimum | 0 |
|---|---|
| Maximum | 197 |
| Zeros | 52143 |
| Zeros (%) | 49.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 197 |
| Range | 197 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.349179798 |
|---|---|
| Coefficient of variation (CV) | 1.604547407 |
| Kurtosis | 5161.257074 |
| Mean | 0.8408475763 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 40.24535664 |
| Sum | 88849 |
| Variance | 1.820286128 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 52143 | |
| 1 | 31995 | |
| 2 | 13471 | 12.7% |
| 3 | 5064 | 4.8% |
| 4 | 1775 | 1.7% |
| 5 | 699 | 0.7% |
| 6 | 264 | 0.2% |
| 7 | 121 | 0.1% |
| 8 | 56 | 0.1% |
| 9 | 22 | < 0.1% |
| Other values (12) | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 52143 | |
| 1 | 31995 | |
| 2 | 13471 | 12.7% |
| 3 | 5064 | 4.8% |
| 4 | 1775 | 1.7% |
| 5 | 699 | 0.7% |
| 6 | 264 | 0.2% |
| 7 | 121 | 0.1% |
| 8 | 56 | 0.1% |
| 9 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 197 | 1 | < 0.1% |
| 134 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 13 | 9 | |
| 12 | 8 |
| Distinct | 128 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.332737115 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 9080 |
| Zeros (%) | 8.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 12 |
| 95-th percentile | 23 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.616097119 |
|---|---|
| Coefficient of variation (CV) | 1.034005633 |
| Kurtosis | 37.6584202 |
| Mean | 8.332737115 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.598687374 |
| Sum | 880487 |
| Variance | 74.23712957 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9080 | 8.6% |
| 1 | 8908 | 8.4% |
| 2 | 8782 | 8.3% |
| 3 | 8144 | 7.7% |
| 4 | 7592 | 7.2% |
| 5 | 6744 | 6.4% |
| 6 | 6116 | 5.8% |
| 7 | 5491 | 5.2% |
| 8 | 5001 | 4.7% |
| 9 | 4613 | 4.4% |
| Other values (118) | 35195 |
| Value | Count | Frequency (%) |
| 0 | 9080 | |
| 1 | 8908 | |
| 2 | 8782 | |
| 3 | 8144 | |
| 4 | 7592 | |
| 5 | 6744 | |
| 6 | 6116 | |
| 7 | 5491 | |
| 8 | 5001 | |
| 9 | 4613 |
| Value | Count | Frequency (%) |
| 225 | 1 | |
| 218 | 1 | |
| 215 | 1 | |
| 212 | 1 | |
| 202 | 1 | |
| 193 | 1 | |
| 166 | 1 | |
| 164 | 1 | |
| 160 | 1 | |
| 145 | 1 |
| Distinct | 329 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.409034126 |
| Minimum | 0 |
|---|---|
| Maximum | 573 |
| Zeros | 73064 |
| Zeros (%) | 69.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 573 |
| Range | 573 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 17.3092104 |
|---|---|
| Coefficient of variation (CV) | 7.185124617 |
| Kurtosis | 218.0171413 |
| Mean | 2.409034126 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.28802573 |
| Sum | 254553 |
| Variance | 299.6087648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 73064 | |
| 1 | 19366 | 18.3% |
| 2 | 5054 | 4.8% |
| 3 | 1804 | 1.7% |
| 4 | 947 | 0.9% |
| 5 | 735 | 0.7% |
| 6 | 545 | 0.5% |
| 7 | 409 | 0.4% |
| 8 | 348 | 0.3% |
| 10 | 284 | 0.3% |
| Other values (319) | 3110 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 73064 | |
| 1 | 19366 | 18.3% |
| 2 | 5054 | 4.8% |
| 3 | 1804 | 1.7% |
| 4 | 947 | 0.9% |
| 5 | 735 | 0.7% |
| 6 | 545 | 0.5% |
| 7 | 409 | 0.4% |
| 8 | 348 | 0.3% |
| 9 | 281 | 0.3% |
| Value | Count | Frequency (%) |
| 573 | 1 | |
| 563 | 1 | |
| 529 | 1 | |
| 495 | 1 | |
| 461 | 1 | |
| 453 | 1 | |
| 451 | 1 | |
| 443 | 1 | |
| 441 | 1 | |
| 436 | 1 |
| Distinct | 851 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 293.5840289 |
| Minimum | 0 |
|---|---|
| Maximum | 1105 |
| Zeros | 378 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 191 |
| median | 304 |
| Q3 | 392 |
| 95-th percentile | 510.75 |
| Maximum | 1105 |
| Range | 1105 |
| Interquartile range (IQR) | 201 |
Descriptive statistics
| Standard deviation | 138.8758545 |
|---|---|
| Coefficient of variation (CV) | 0.4730361356 |
| Kurtosis | -0.2828640695 |
| Mean | 293.5840289 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 0.006904603536 |
| Sum | 31021850 |
| Variance | 19286.50297 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 378 | 0.4% |
| 345 | 355 | 0.3% |
| 364 | 339 | 0.3% |
| 378 | 339 | 0.3% |
| 376 | 337 | 0.3% |
| 343 | 329 | 0.3% |
| 352 | 325 | 0.3% |
| 356 | 324 | 0.3% |
| 340 | 323 | 0.3% |
| 363 | 322 | 0.3% |
| Other values (841) | 102295 |
| Value | Count | Frequency (%) |
| 0 | 378 | |
| 1 | 41 | < 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 33 | < 0.1% |
| 4 | 27 | < 0.1% |
| 5 | 42 | < 0.1% |
| 6 | 37 | < 0.1% |
| 7 | 48 | < 0.1% |
| 8 | 42 | < 0.1% |
| 9 | 48 | < 0.1% |
| Value | Count | Frequency (%) |
| 1105 | 1 | |
| 1080 | 1 | |
| 1039 | 1 | |
| 1026 | 1 | |
| 1013 | 1 | |
| 1012 | 1 | |
| 964 | 1 | |
| 962 | 1 | |
| 940 | 1 | |
| 934 | 1 |
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5661707645 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 66565 |
| Zeros (%) | 63.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.013811002 |
|---|---|
| Coefficient of variation (CV) | 1.790645271 |
| Kurtosis | 92.06014422 |
| Mean | 0.5661707645 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.415641258 |
| Sum | 59825 |
| Variance | 1.027812748 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 66565 | |
| 1 | 26414 | 25.0% |
| 2 | 8408 | 8.0% |
| 3 | 2635 | 2.5% |
| 4 | 909 | 0.9% |
| 5 | 339 | 0.3% |
| 6 | 148 | 0.1% |
| 7 | 89 | 0.1% |
| 8 | 42 | < 0.1% |
| 9 | 30 | < 0.1% |
| Other values (18) | 87 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 66565 | |
| 1 | 26414 | 25.0% |
| 2 | 8408 | 8.0% |
| 3 | 2635 | 2.5% |
| 4 | 909 | 0.9% |
| 5 | 339 | 0.3% |
| 6 | 148 | 0.1% |
| 7 | 89 | 0.1% |
| 8 | 42 | < 0.1% |
| 9 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 37 | 1 | < 0.1% |
| 34 | 2 | < 0.1% |
| 32 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 5 |
| Distinct | 457 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.31038366 |
| Minimum | 0 |
|---|---|
| Maximum | 615 |
| Zeros | 4461 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 14 |
| Q3 | 41 |
| 95-th percentile | 140 |
| Maximum | 615 |
| Range | 615 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 51.21611708 |
|---|---|
| Coefficient of variation (CV) | 1.492729361 |
| Kurtosis | 12.30610517 |
| Mean | 34.31038366 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 3.050595529 |
| Sum | 3625441 |
| Variance | 2623.090648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4461 | 4.2% |
| 5 | 4170 | 3.9% |
| 3 | 4129 | 3.9% |
| 6 | 4127 | 3.9% |
| 7 | 4063 | 3.8% |
| 4 | 4051 | 3.8% |
| 2 | 3957 | 3.7% |
| 8 | 3867 | 3.7% |
| 1 | 3754 | 3.6% |
| 9 | 3664 | 3.5% |
| Other values (447) | 65423 |
| Value | Count | Frequency (%) |
| 0 | 4461 | |
| 1 | 3754 | |
| 2 | 3957 | |
| 3 | 4129 | |
| 4 | 4051 | |
| 5 | 4170 | |
| 6 | 4127 | |
| 7 | 4063 | |
| 8 | 3867 | |
| 9 | 3664 |
| Value | Count | Frequency (%) |
| 615 | 1 | |
| 614 | 1 | |
| 564 | 1 | |
| 554 | 1 | |
| 537 | 1 | |
| 533 | 1 | |
| 530 | 1 | |
| 516 | 1 | |
| 510 | 1 | |
| 508 | 1 |
| Distinct | 667 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.9256147 |
| Minimum | 0 |
|---|---|
| Maximum | 790 |
| Zeros | 900 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 52 |
| median | 121 |
| Q3 | 195 |
| 95-th percentile | 357 |
| Maximum | 790 |
| Range | 790 |
| Interquartile range (IQR) | 143 |
Descriptive statistics
| Standard deviation | 110.3764064 |
|---|---|
| Coefficient of variation (CV) | 0.7888220229 |
| Kurtosis | 1.883229974 |
| Mean | 139.9256147 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | 1.253556496 |
| Sum | 14785380 |
| Variance | 12182.95109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 900 | 0.9% |
| 25 | 631 | 0.6% |
| 26 | 617 | 0.6% |
| 36 | 587 | 0.6% |
| 38 | 583 | 0.6% |
| 40 | 581 | 0.5% |
| 23 | 578 | 0.5% |
| 24 | 566 | 0.5% |
| 33 | 563 | 0.5% |
| 30 | 561 | 0.5% |
| Other values (657) | 99499 |
| Value | Count | Frequency (%) |
| 0 | 900 | |
| 1 | 304 | 0.3% |
| 2 | 320 | 0.3% |
| 3 | 317 | 0.3% |
| 4 | 362 | |
| 5 | 358 | 0.3% |
| 6 | 406 | |
| 7 | 355 | 0.3% |
| 8 | 401 | |
| 9 | 390 |
| Value | Count | Frequency (%) |
| 790 | 1 | |
| 744 | 1 | |
| 743 | 1 | |
| 735 | 1 | |
| 732 | 1 | |
| 728 | 1 | |
| 727 | 1 | |
| 718 | 2 | |
| 699 | 1 | |
| 698 | 1 |
| Distinct | 55026 |
|---|---|
| Distinct (%) | 52.2% |
| Missing | 303 |
| Missing (%) | 0.3% |
| Infinite | 75 |
| Infinite (%) | 0.1% |
| Mean | inf |
| Minimum | 0 |
|---|---|
| Maximum | inf |
| Zeros | 597 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 825.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03719200461 |
| Q1 | 0.1601365339 |
| median | 0.4040632054 |
| Q3 | 0.8448018528 |
| 95-th percentile | 4.444444444 |
| Maximum | inf |
| Range | inf |
| Interquartile range (IQR) | 0.684665319 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | inf |
| Median Absolute Deviation (MAD) | 0.2828054815 |
| Skewness | nan |
| Sum | inf |
| Variance | nan |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 597 | 0.6% |
| 1 | 142 | 0.1% |
| 0.5 | 140 | 0.1% |
| 0.3333333333 | 122 | 0.1% |
| 0.2 | 91 | 0.1% |
| 0.25 | 86 | 0.1% |
| 0.1666666667 | 80 | 0.1% |
| 0.4 | 76 | 0.1% |
| inf | 75 | 0.1% |
| 0.1428571429 | 71 | 0.1% |
| Other values (55016) | 103883 | |
| (Missing) | 303 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 597 | |
| 0.001285347044 | 1 | < 0.1% |
| 0.001302083333 | 1 | < 0.1% |
| 0.001328021248 | 1 | < 0.1% |
| 0.001329787234 | 1 | < 0.1% |
| 0.001347708895 | 1 | < 0.1% |
| 0.001356852103 | 1 | < 0.1% |
| 0.001377410468 | 1 | < 0.1% |
| 0.001379310345 | 1 | < 0.1% |
| 0.00138121547 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| inf | 75 | |
| 744 | 1 | < 0.1% |
| 743 | 1 | < 0.1% |
| 676 | 1 | < 0.1% |
| 627 | 1 | < 0.1% |
| 588 | 1 | < 0.1% |
| 537 | 1 | < 0.1% |
| 512 | 1 | < 0.1% |
| 484 | 1 | < 0.1% |
| 364 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Region | Province | City | Barangay | Precinct ID | ABELLA, ERNIE (IND) | DE GUZMAN, LEODY (PLM) | DOMAGOSO, ISKO MORENO (AKSYON) | GONZALES, NORBERTO (PDSP) | LACSON, PING (PDR) | MANGONDATO, FAISAL (KTPNAN) | MARCOS, BONGBONG (PFP) | MONTEMAYOR, JOSE JR. (DPP) | PACQUIAO, MANNY PACMAN(PROMDI) | ROBREDO, LENI (IND) | ratio_robredo_marcos | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | REGION X | BUKIDNON | BAUNGON | BALINTAD | 13010009 | 2 | 1 | 4 | 0 | 0 | 1 | 224 | 0 | 115 | 29 | 0.129464 |
| 1 | REGION X | BUKIDNON | BAUNGON | BUENAVISTA | 13010010 | 3 | 5 | 7 | 5 | 0 | 2 | 310 | 1 | 188 | 47 | 0.151613 |
| 2 | REGION X | BUKIDNON | BAUNGON | DANATAG | 13010011 | 4 | 3 | 9 | 4 | 3 | 0 | 288 | 4 | 152 | 44 | 0.152778 |
| 3 | REGION X | BUKIDNON | BAUNGON | DANATAG | 13010012 | 2 | 2 | 16 | 2 | 3 | 0 | 190 | 3 | 160 | 51 | 0.268421 |
| 4 | REGION X | BUKIDNON | BAUNGON | DANATAG | 13010013 | 0 | 1 | 16 | 4 | 6 | 0 | 272 | 2 | 125 | 46 | 0.169118 |
| 5 | REGION X | BUKIDNON | BAUNGON | KALILANGAN | 13010014 | 6 | 0 | 10 | 1 | 3 | 1 | 320 | 0 | 140 | 50 | 0.156250 |
| 6 | REGION X | BUKIDNON | BAUNGON | LACOLAC | 13010015 | 3 | 1 | 5 | 1 | 5 | 1 | 275 | 1 | 151 | 62 | 0.225455 |
| 7 | REGION X | BUKIDNON | BAUNGON | LANGAON | 13010016 | 1 | 0 | 4 | 0 | 0 | 1 | 157 | 1 | 146 | 41 | 0.261146 |
| 8 | REGION X | BUKIDNON | BAUNGON | LANGAON | 13010017 | 1 | 2 | 3 | 1 | 3 | 1 | 174 | 1 | 131 | 36 | 0.206897 |
| 9 | REGION X | BUKIDNON | BAUNGON | LIBORAN | 13010018 | 5 | 4 | 6 | 2 | 4 | 0 | 266 | 1 | 235 | 51 | 0.191729 |
Last rows
| Region | Province | City | Barangay | Precinct ID | ABELLA, ERNIE (IND) | DE GUZMAN, LEODY (PLM) | DOMAGOSO, ISKO MORENO (AKSYON) | GONZALES, NORBERTO (PDSP) | LACSON, PING (PDR) | MANGONDATO, FAISAL (KTPNAN) | MARCOS, BONGBONG (PFP) | MONTEMAYOR, JOSE JR. (DPP) | PACQUIAO, MANNY PACMAN(PROMDI) | ROBREDO, LENI (IND) | ratio_robredo_marcos | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 105656 | REGION III | BATAAN | SAMAL | TABING ILOG | 8120009 | 0 | 0 | 46 | 1 | 7 | 0 | 367 | 0 | 1 | 99 | 0.269755 |
| 105657 | REGION III | BATAAN | SAMAL | GUGO | 8120014 | 3 | 1 | 25 | 0 | 21 | 0 | 366 | 0 | 11 | 103 | 0.281421 |
| 105658 | REGION III | BATAAN | SAMAL | GUGO | 8120015 | 4 | 1 | 50 | 0 | 8 | 0 | 433 | 0 | 11 | 87 | 0.200924 |
| 105659 | REGION III | BATAAN | SAMAL | GUGO | 8120016 | 5 | 5 | 47 | 0 | 9 | 1 | 413 | 0 | 12 | 83 | 0.200969 |
| 105660 | REGION III | BATAAN | SAMAL | GUGO | 8120017 | 1 | 1 | 44 | 1 | 6 | 0 | 364 | 0 | 14 | 124 | 0.340659 |
| 105661 | REGION III | BATAAN | SAMAL | GUGO | 8120018 | 3 | 0 | 38 | 0 | 7 | 0 | 347 | 1 | 12 | 124 | 0.357349 |
| 105662 | REGION III | BATAAN | SAMAL | WEST CALAGUIMAN (POB.) | 8120049 | 2 | 0 | 58 | 2 | 5 | 1 | 243 | 0 | 7 | 197 | 0.810700 |
| 105663 | REGION III | BATAAN | SAMAL | WEST CALAGUIMAN (POB.) | 8120050 | 0 | 0 | 37 | 1 | 10 | 0 | 233 | 1 | 5 | 236 | 1.012876 |
| 105664 | REGION III | BATAAN | SAMAL | WEST DAANG BAGO (POB.) | 8120003 | 3 | 1 | 20 | 2 | 11 | 0 | 194 | 0 | 9 | 127 | 0.654639 |
| 105665 | REGION III | BATAAN | SAMAL | WEST DAANG BAGO (POB.) | 8120004 | 1 | 0 | 26 | 2 | 12 | 0 | 215 | 0 | 2 | 138 | 0.641860 |